ClopathLab

We were asked to write a commentary on NeuroAI for Nat. Rev. Neuro. with Sadra Sadeh, so here it is: nature.com/articles/s4158…

Trying to train RNNs in a biol plausible (local) way? Well, try our new method using predictive alignment. Paper just out in Nat. Com. @TAsabuki deserves all the credit! nature.com/articles/s4146…

Are predictions computed hierarchically, or can they be computed locally? Check out our paper! Congrats @TAsabuki pnas.org/doi/10.1073/pn…

Check out our new paper how to embed state transitions in recurrent networks. Well done @TAsabuki ! elifesciences.org/articles/95243

Check out our new work on in context learning with Jesse Geerts,@neuro_kim and Stephanie Chan arxiv.org/abs/2506.04289

How should you combine sensory inputs with your internal predictions? Well, use uncertainty directly computed by your prediction-error circuits. Cool? Check out our Nat. Com. paper with Loreen Hertäg and Katha Wilmes. nature.com/articles/s4146…

The @ClopathLab has a fully funded PhD position open for Oct in Computational Neuroscience at Imperial College London. If you are interested, just send us an informal e-mail!

How can a biologically plausible synaptic plasticity rule tame the chaos in recurrent neural networks? Check out our latest preprint in @ClopathLab! biorxiv.org/content/10.110…

Want to hear more about how feedback can guide learning in RNNs for motor adaptation. Here is our new paper in Nat. Com. with @BarbaFeu and @JAlGallego nature.com/articles/s4146…

Check out the full paper in @CellCellPress from Mateo Velez-Fort, Lee Cossell, @_porta_laura, @ClopathLab and Troy Margrie ⬇️ cell.com/cell/fulltext/…

Check out our new paper with the Margrie lab in Cell on motor and vestibular signals in the visual cortex. Well done Mateo Velez-Fort! cell.com/cell/fulltext/…

Want to hear more about hippocampus-to-cortex feedback circuit? Our paper with the Basu lab is out in Nat Neuro! rdcu.be/eak1k . Well done Tanvi Butola!

See our new paper in Science with the Hofer lab. Well done @SaraMederos_ !

Very grateful for #ERCCoG to fund my research for the next 5 years! erc.europa.eu/news-events/ne…

All details, links, code etc. can be found here: tomge.org/papers/simpl/ And a huge shout out to my amazing collaborators @PierreGlaser as well as @ClopathLab @neuro_kim @caswellcaswell! 2/21

📜Now in @NatureComms : We propose an alternate theory of "RPE-like" DA transients, in which DA's "goal" is to facilitate learning of temporal bases for reward predictive cues (not necessarily to encode a strict RPE). nature.com/articles/s4146… w/ Harel Shouval @ClopathLab

🔥We are hiring🔥! The @ClopathLab is looking for Postdocs, come and do cool science😎 with us! Just ping me informally if you are interested!

Practical information: The application should be sent to innovate@barefootlaw.orgwith a 1-page motivation statement and a CV. The internship will start end of summer (date flexible). The travelling costs will be covered, and the student will get a small bursary.

Imperial College London (Clopath Lab) and BarefootLaw together are offering a 6-month internship (duration flexible) at BarefootLaw, Kampala, Uganda, to improve a machine learning recommendation system which helps lawyers are BarefootLaw provide free legal guidance.

Are you a PhD student in machine learning? Looking for meaningful internship? Do you want to use your skills for Social Good?